Datenanalyse - 12 News from the science department from Germany

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Datenanalyse - 12 News from the science department from Germany

Tip: You can further refine your news selection by organizations and industries.

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A New Open-Source Tool for Analyzing Complex Health Data

Sort, group, and analyze large, heterogeneous, and complex datasets without any pre-existing hypotheses

13-Sep-2024 - Led by Helmholtz Munich, scientists have developed an accessible software solution specifically designed for the analysis of complex medical health data. The open-source software called “ehrapy” enables researchers to structure and systematically examine large, heterogeneous datasets. The ...

Datenanalyse data analysis data analysis software
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Making sense of the data jungle

A research team develops a tool for visualizing single-cell data

01-Aug-2024 - Modern cutting-edge research generates enormous amounts of data, presenting scientists with the challenge of visualizing and analyzing it. Researchers at the Helmholtz Institute for RNA-based Infection Research (HIRI) in Würzburg and the Technical University of Applied Sciences ...

Datenanalyse bioinformatics data analysis software
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With “Swarming AI” Against COVID and Other Diseases

Network of German research institutions uses pioneering artificial intelligence technology to analyze distributed data

23-Jan-2024 - Several German research centers, universities and university hospitals intend to jointly evaluate decentralized data on COVID-19 by leveraging artificial intelligence (AI). Their approach is based on “Swarm Learning”, a novel AI technology that allows distributed data pools to be analyzed while ...

Datenanalyse artificial intelligence coronaviruses
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Interpreting Large-Scale Medical Datasets

ScPoli Enables Multi-Scale Representations of Cells and Samples

10-Oct-2023 - The increasing amount of data recorded in medical research can only lead to scientific breakthroughs and essential therapies for patients if interpreted and analyzed correctly. Computer scientists at Helmholtz Munich developed a generative model named scPoli (single-cell population level ...

Datenanalyse artificial intelligence cells
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Quantitative analysis of cell organelles with artificial intelligence

The analysis of cryo-X-Ray-microscopy data still requires a lot of time: AI now identifies structures at high accuracy within a few minutes

21-Jul-2023 - BESSY II's high-brilliance X-rays can be used to produce microscopic images with spatial resolution down to a few tens of nanometres. Whole cell volumes can be examined without the need for complex sample preparation as in electron microscopy. Under the X-ray microscope, the tiny cell organelles ...

Datenanalyse 3d imaging 3D tomography
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How to find marker genes in cell clusters

New method facilitates identification of cell-type specific genes in single-cell data

06-Jul-2022 - The thousands of cells in a biological sample are all different and can be analyzed individually, cell by cell. Based on their gene activity, they can be sorted into clusters. But which genes are particularly characteristic of a given cluster, i.e. what are its “marker genes”? A new statistical ...

Datenanalyse bioinformatics cell analysis
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In the hunt for new treatments against the coronavirus

Software for drug repurposing: Systems medicine and artificial intelligence for data analysis

28-Apr-2020 - Currently, the corona pandemic is dominating the entire social life in Germany and in many other parts of the world. We are working flat out in order to better help the more than one hundred thousand seriously ill people in hospitals. One promising approach to extending current treatment methods ...

Datenanalyse artificial intelligence coronaviruses
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New algorithm detects even the smallest cancer metastases across the entire mouse body

Exposing the enemy

16-Dec-2019 - Teams at Helmholtz Zentrum München, LMU Munich and the Technical University of Munich (TUM) have developed a new algorithm that enables automated detection of metastases at the level of single disseminated cancer cells in whole mice. Cancer is one of the leading causes of death worldwide. More ...

Datenanalyse cancer data analysis
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Artificial intelligence learns to recognize nerve cells by their appearance

Neurobiologists train artificial neural networks to map the brain

26-Jun-2019 - Is it possible to understand the brain? Science is still far from answering this question. However, since researchers have started training artificial intelligence on neurobiological analyses, it seems at least possible to reconstruct the cellular structure of a brain. New artificial neural ...

Datenanalyse artificial intelligence artificial neural networks
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Effective through AI in Transplantation Medicine: New Prediction Models for Disease Progression

Project network provides IT platform for clinical data integration, model development and validation

07-Mar-2019 - If radiation or chemotherapy treatment of leukaemias or lymphomas does not bring sufficient success, the transplantation of bone marrow or blood stem cells is usually the only chance of cure. Unfortunately, the majority of patients die despite transplantation, often due to spontaneous infections, ...

Datenanalyse artificial intelligence bone marrow transplants
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